selected publications academic article Vimalajeewa, D., Bruce, S. A., & Vidakovic, B. (2023). Early detection of ovarian cancer by wavelet analysis of protein mass spectra. Statistics in Medicine. 42(13), 2257-2273. Bakhshi, H., Michelhaugh, S. A., Bruce, S. A., Seliger, S. L., Qian, X., Ambale Venkatesh, B., ... deFilippi, C. (2023). Association between proteomic biomarkers and myocardial fibrosis measured by MRI: the multi-ethnic study of atherosclerosis. EBioMedicine. 90, 104490-104490. Hisler, G. C., Dickinson, D. L., Bruce, S. A., & Hasler, B. P. (2023). Preliminary evidence that misalignment between sleep and circadian timing alters risk-taking preferences. 32(2), e13728. Vimalajeewa, D., McDonald, E., Bruce, S. A., & Vidakovic, B. (2022). Wavelet-based approach for diagnosing attention deficit hyperactivity disorder (ADHD). Scientific Reports. 12(1), 21928. Wang, Y., Li, Z., & Bruce, S. A. (2022). Adaptive Bayesian sum of trees model for covariate-dependent spectral analysis. Biometrics. Cooper, L. B., Bruce, S., Psotka, M., Mentz, R., Bell, R., Seliger, S. L., O'Connor, C., & deFilippi, C. (2022). Proteomic differences among patients with heart failure taking furosemide or torsemide. Clinical Cardiology (Hoboken): an indexed and peer-reviewed journal for advances in the treatment of cardiovascular disease. 45(3), 265-272. Li, Z., Bruce, S. A., Wutzke, C. J., & Long, Y. (2021). Conditional adaptive Bayesian spectral analysis of replicated multivariate time series. Statistics in Medicine. 40(8), 1989-2005. Lindsey, B., Bruce, S., Eddo, O., Caswell, S., & Cortes, N. (2021). Relationship between kinematic gait parameters during three gait modifications designed to reduce peak knee abduction moment. Knee. 28, 229-239. Damluji, A. A., Wei, S., Bruce, S. A., Haymond, A., Petricoin, E. F., Liotta, L., ... deFilippi, C. R. (2021). Seropositivity of COVID-19 among asymptomatic healthcare workers: A multi-site prospective cohort study from Northern Virginia, United States. 2, 100030-100030. Levorson, R. E., Christian, E., Hunter, B., Sayal, J., Sun, J., Bruce, S. A., ... Hourigan, S. K. (2021). A cross-sectional investigation of SARS-CoV-2 seroprevalence and associated risk factors in children and adolescents in the United States. PLoS ONE. 16(11), e0259823-e0259823. Bruce, S. A., Tang, C. Y., Hall, M. H., & Krafty, R. T. (2020). Empirical Frequency Band Analysis of Nonstationary Time Series. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 115(532), 1933-1945. Ijaz, N., Cooper, L., Bruce, S., Psotka, M., Mentz, R., Bell, R., ... deFilippi, C. (2020). Torsemide Is Associated with Higher Levels of Urinary Biomarkers of Tubular Injury Compared to Furosemide. Journal of Cardiac Failure. 26(10), S21-S21. Bruce, S., Li, Z., Yang, H., & Mukhopadhyay, S. (2019). Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications. 5(2), 166-179. Hasler, B. P., Bruce, S., Scharf, D., Ngari, W., & Clark, D. B. (2019). Circadian misalignment and weekend alcohol use in late adolescent drinkers: preliminary evidence. Chronobiology International: the journal of biological and medical rhythm research. 36(6), 796-810. Krafty, R. T., Fu, H., Graves, J. L., Bruce, S. A., Hall, M. H., & Smagula, S. F. (2019). Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression. Statistics in Biosciences. 11(2), 314-333. Bruce, S. A., Hall, M. H., Buysse, D. J., & Krafty, R. T. (2018). Conditional adaptive Bayesian spectral analysis of nonstationary biomedical time series. Biometrics. 74(1), 260-269. conference paper Lindsey, B., Bruce, S., Eddo, O., McCrory, S., Ghoddosi, N., Caswell, S., & Cortes, N. (2020). Eight Week Gait Modification Intervention To Reduce Knee Adduction Moment: Randomized Controlled Trial: Preliminary Analysis. Medicine & Science in Sports & Exercise. 732-733. institutional repository document Vimalajeewa, D., McDonald, E., Bruce, S. A., & Vidakovic, B. (2022). Wavelet-based Approach for Diagnosing Attention Deficit Hyperactivity Disorder (ADHD) Vimalajeewa, D., McDonald, E., Bruce, S. A., & Vidakovic, B. (2022). Wavelet-based Approach for Diagnosing Attention Deficit Hyperactivity Disorder (ADHD) Vimalajeewa, D., Bruce, S. A., & Vidakovic, B. (2022). Early Detection of Ovarian Cancer by Wavelet Analysis of Protein Mass Spectra Li, Z., Bruce, S. A., & Cai, T. (2021). Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings Bagchi, P., & Bruce, S. A. (2021). Adaptive Frequency Band Analysis for Functional Time Series Levorson, R. E., Christian, E., Hunter, B., Sayal, J., Sun, J., Bruce, S. A., ... Hourigan, S. K. (2021). SARS-CoV-2 Seroepidemiology in Children and Adolescents Bruce, S. A., Hall, M. H., Buysse, D. J., & Krafty, R. T. (2016). Adaptive Bayesian Spectral Analysis of Nonstationary Biomedical Time Series Bruce, S. (2015). A Scalable Framework for NBA Player and Team Comparisons Using Player Tracking Data Bruce, S., Li, Z., Yang, H., & Mukhopadhyay, S. (2015). Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications
teaching activities ECEN360 Computational Data Science Instructor STAT315 Computational Data Science Instructor STAT335 Principles Of Data Science Instructor STAT624 Database & Comp Tools Big Data Instructor STAT691 Research Instructor